Sleep Stage Classification: A Deep Learning Approach

Sleep occupies significant part of human life. The diagnoses of sleep related disorders are of great importance. To record specific physical and electrical activities of the brain and body, a multi-parameter test, called polysomnography (PSG), is normally used. The visual process of sleep stage clas...

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Bibliographic Details
Main Author: Gharbali, Ali Abdollahi (author)
Format: doctoralThesis
Language:eng
Published: 2019
Subjects:
Sleep Stage Classification
Deep Learning
Convolutional Neural Networks
Transfer Learning
Wavelet
Adaptive Filtering
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Online Access:http://hdl.handle.net/10362/56821
Country:Portugal
Oai:oai:run.unl.pt:10362/56821

Internet

http://hdl.handle.net/10362/56821

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